{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tensorflow as tf\n",
    "from tensorflow import keras\n",
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[LogicalDevice(name='/device:CPU:0', device_type='CPU'),\n",
       " LogicalDevice(name='/device:GPU:0', device_type='GPU')]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tf.config.list_logical_devices()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 生成莎士比亚文本"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "shakespeare_url = \"https://homl.info/shakespeare\"  # shortcut URL\n",
    "filepath = tf.keras.utils.get_file(\"shakespeare.txt\", shakespeare_url)\n",
    "with open(filepath) as f:\n",
    "    shakespeare_text = f.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "First Citizen:\n",
      "Before we proceed any further, hear me speak.\n",
      "\n",
      "All:\n",
      "Speak, speak.\n"
     ]
    }
   ],
   "source": [
    "print(shakespeare_text[:80])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"\\n !$&',-.3:;?abcdefghijklmnopqrstuvwxyz\""
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "\"\".join(sorted(set(shakespeare_text.lower())))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "tokenizer = keras.preprocessing.text.Tokenizer(char_level=True) \n",
    "# Tokenizer分词器，char_level字符级编码，文本默认转小写，除非lower=False\n",
    "# n个编码是从1到n，而不是0到n-1，因此在后面要整个序列减去1\n",
    "tokenizer.fit_on_texts([shakespeare_text])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[20, 6, 9, 8, 3]]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tokenizer.texts_to_sequences(['First']) # first编码成序列"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['f i r s t']"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tokenizer.sequences_to_texts([[20, 6, 9, 8, 3]]) # 序列编码成单词"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "[encoded] = np.array(tokenizer.texts_to_sequences([shakespeare_text])) - 1"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 拆分数据集"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[20,  6,  9, ..., 21, 27, 11]])"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.array(tokenizer.texts_to_sequences([shakespeare_text]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[array([19,  5,  8, ..., 20, 26, 10])]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[encoded] # 每个编码减去1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1115394,)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "encoded.shape # 长度有一百多万"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset_size = len(encoded)\n",
    "train_size = dataset_size * 90 // 100 # 注意整除\n",
    "dataset = tf.data.Dataset.from_tensor_slices(encoded[:train_size]) # 返回该集合的每个字符\n",
    "n_steps = 100\n",
    "window_length = n_steps + 1 # 目标 = 输入向前移动一个字符 ?没懂\n",
    "dataset = dataset.window(window_length, shift=1, drop_remainder=True)\n",
    "# window()方法把长字符串转换为若干小文本窗口，shift=1，第一个窗口包含0到100字符，第二个窗口包含1到101字符\n",
    "# drop_remainder=True 丢掉最后小于n_steps的部分\n",
    "# RNN不能学习比n_steps更长的模式，因此也不能太短"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "dataset = dataset.flat_map(lambda window: window.batch(window_length)) # 展平，见下图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "batch_size = 32\n",
    "dataset = dataset.shuffle(10000).batch(batch_size) \n",
    "# 打乱10000个，shuffle参数等于数据集大小最好，必须先shuffle再batch\n",
    "dataset = dataset.map(lambda windows: (windows[:, :-1], windows[:, 1:])) # 0~100对应1~101"
   ]
  },
  {
   "attachments": {
    "16%E7%AB%A01.jpg": {
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "以上处理图示\n",
    "![16%E7%AB%A01.jpg](attachment:16%E7%AB%A01.jpg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "text_vec_layer = tf.keras.layers.TextVectorization(split=\"character\",\n",
    "                                                   standardize=\"lower\")\n",
    "# 将不同长度的文本转换成相同长度的数组\n",
    "text_vec_layer.adapt([shakespeare_text])\n",
    "encoded = text_vec_layer([shakespeare_text])[0] # 把文本编码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<tf.Tensor: shape=(1115394,), dtype=int64, numpy=array([21,  7, 10, ..., 22, 28, 12], dtype=int64)>"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "encoded"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['', '[UNK]', ' ', 'e', 't', 'o', 'a', 'i', 'h', 's', 'r', 'n', '\\n', 'l', 'd', 'u', 'm', 'y', 'w', ',', 'c', 'f', 'g', 'b', 'p', ':', 'k', 'v', '.', \"'\", ';', '?', '!', '-', 'j', 'q', 'x', 'z', '3', '&', '$']\n",
      "41\n"
     ]
    }
   ],
   "source": [
    "print(text_vec_layer.get_vocabulary())\n",
    "print(len(text_vec_layer.get_vocabulary()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "encoded -= 2  # 头两个字母不会用到，一个空字符一个UNKNOW，丢掉这两个编码\n",
    "n_tokens = text_vec_layer.vocabulary_size() - 2  # number of distinct chars = 39\n",
    "dataset_size = len(encoded)  # total number of chars = 1,115,394"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "def to_dataset(sequence, length, shuffle=False, seed=None, batch_size=32):\n",
    "    # 以上数据准备写为函数形式\n",
    "    ds = tf.data.Dataset.from_tensor_slices(sequence)\n",
    "    ds = ds.window(length + 1, shift=1, drop_remainder=True)\n",
    "    ds = ds.flat_map(lambda window_ds: window_ds.batch(length + 1))\n",
    "    if shuffle:\n",
    "        ds = ds.shuffle(100_000, seed=seed)\n",
    "    ds = ds.batch(batch_size)\n",
    "    return ds.map(lambda window: (window[:, :-1], window[:, 1:])).prefetch(1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "length = 100\n",
    "tf.random.set_seed(42)\n",
    "train_set = to_dataset(encoded[:1_000_000], length=length, shuffle=True,\n",
    "                       seed=42)\n",
    "valid_set = to_dataset(encoded[1_000_000:1_060_000], length=length)\n",
    "test_set = to_dataset(encoded[1_060_000:], length=length)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> 请勿运行下面一个代码格，可能需要60小时以上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf.random.set_seed(42)  # extra code – ensures reproducibility on CPU\n",
    "model = tf.keras.Sequential([\n",
    "    tf.keras.layers.Embedding(input_dim=n_tokens, output_dim=16),\n",
    "    tf.keras.layers.GRU(128, return_sequences=True),\n",
    "    tf.keras.layers.Dense(n_tokens, activation=\"softmax\")\n",
    "])\n",
    "model.compile(loss=\"sparse_categorical_crossentropy\", optimizer=\"nadam\",\n",
    "              metrics=[\"accuracy\"])\n",
    "model_ckpt = tf.keras.callbacks.ModelCheckpoint(\n",
    "    \"my_shakespeare_model\", monitor=\"val_accuracy\", save_best_only=True)\n",
    "history = model.fit(train_set, validation_data=valid_set, epochs=10,\n",
    "                    callbacks=[model_ckpt])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 使用模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pathlib import Path\n",
    "# 下载一个现成模型\n",
    "url = \"https://github.com/ageron/data/raw/main/shakespeare_model.tgz\"\n",
    "path = tf.keras.utils.get_file(\"shakespeare_model.tgz\", url, extract=True)\n",
    "model_path = Path(path).with_name(\"shakespeare_model\")\n",
    "shakespeare_model = tf.keras.models.load_model(model_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 47ms/step\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'e'"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "y_proba = shakespeare_model.predict([\"To be or not to b\"])[0, -1]\n",
    "# 模型预测结果和输入等长，每个预测字符是每个原字符的下一个字符，因此取最后一个\n",
    "y_pred = tf.argmax(y_proba)  # 选最大的概率的位置（序号）\n",
    "text_vec_layer.get_vocabulary()[y_pred + 2] # 跳过前两个字符"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "# next_char函数用于返回一段文本的下一个字符\n",
    "def next_char(text, temperature=1):\n",
    "    y_proba = shakespeare_model.predict([text])[0, -1:]\n",
    "    rescaled_logits = tf.math.log(y_proba) / temperature\n",
    "    # temperature 越大，倾向于给所有字符相同概率，越小，越倾向于选概率高的字符\n",
    "    char_id = tf.random.categorical(rescaled_logits, num_samples=1)[0, 0]\n",
    "    # categorical()根据概率值采样，而非只选概率最高的\n",
    "    return text_vec_layer.get_vocabulary()[char_id + 2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "def extend_text(text, n_chars=50, temperature=1):\n",
    "    for _ in range(n_chars): # 要生成的文本量\n",
    "        text += next_char(text, temperature) # 反复调用，获得下一个字符并且添加到原文本\n",
    "    return text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 194ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
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      "1/1 [==============================] - 0s 29ms/step\n",
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      "1/1 [==============================] - 0s 33ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 33ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 33ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
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      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 33ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 36ms/step\n",
      "1/1 [==============================] - 0s 44ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 33ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 35ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 35ms/step\n",
      "1/1 [==============================] - 0s 36ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 37ms/step\n",
      "the true death,\n",
      "and the very provost, and with the \n"
     ]
    }
   ],
   "source": [
    "print(extend_text('t', temperature=0.2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1/1 [==============================] - 0s 67ms/step\n",
      "1/1 [==============================] - 0s 56ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
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      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 28ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
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      "1/1 [==============================] - 0s 31ms/step\n",
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      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 28ms/step\n",
      "1/1 [==============================] - 0s 28ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
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      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 28ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 29ms/step\n",
      "1/1 [==============================] - 0s 28ms/step\n",
      "1/1 [==============================] - 0s 38ms/step\n",
      "1/1 [==============================] - 0s 35ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 31ms/step\n",
      "1/1 [==============================] - 0s 30ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 34ms/step\n",
      "1/1 [==============================] - 0s 32ms/step\n",
      "1/1 [==============================] - 0s 35ms/step\n",
      "To be or not to be and come baw's woman?\n",
      "\n",
      "duke vincentio:\n",
      "i pray, i was hear, heaven for in him not knock\n",
      "for that i m\n"
     ]
    }
   ],
   "source": [
    "print(extend_text('To be or not to be', 100, temperature=0.8))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 有状态RNN"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "略过了"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [],
   "source": [
    "def to_dataset_for_stateful_rnn(sequence, length):\n",
    "    ds = tf.data.Dataset.from_tensor_slices(sequence)\n",
    "    ds = ds.window(length + 1, shift=length, drop_remainder=True)\n",
    "    ds = ds.flat_map(lambda window: window.batch(length + 1)).batch(1)\n",
    "    return ds.map(lambda window: (window[:, :-1], window[:, 1:])).prefetch(1)\n",
    "\n",
    "stateful_train_set = to_dataset_for_stateful_rnn(encoded[:1_000_000], length)\n",
    "stateful_valid_set = to_dataset_for_stateful_rnn(encoded[1_000_000:1_060_000],\n",
    "                                                 length)\n",
    "stateful_test_set = to_dataset_for_stateful_rnn(encoded[1_060_000:], length)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(<tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[0, 1, 2]])>,\n",
       "  <tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[1, 2, 3]])>),\n",
       " (<tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[3, 4, 5]])>,\n",
       "  <tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[4, 5, 6]])>),\n",
       " (<tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[6, 7, 8]])>,\n",
       "  <tf.Tensor: shape=(1, 3), dtype=int32, numpy=array([[7, 8, 9]])>)]"
      ]
     },
     "execution_count": 108,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(to_dataset_for_stateful_rnn(tf.range(10), 3))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(<tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 0,  1,  2],\n",
       "         [10, 11, 12]])>,\n",
       "  <tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 1,  2,  3],\n",
       "         [11, 12, 13]])>),\n",
       " (<tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 3,  4,  5],\n",
       "         [13, 14, 15]])>,\n",
       "  <tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 4,  5,  6],\n",
       "         [14, 15, 16]])>),\n",
       " (<tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 6,  7,  8],\n",
       "         [16, 17, 18]])>,\n",
       "  <tf.Tensor: shape=(2, 3), dtype=int32, numpy=\n",
       "  array([[ 7,  8,  9],\n",
       "         [17, 18, 19]])>)]"
      ]
     },
     "execution_count": 109,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# extra code – shows one way to prepare a batched dataset for a stateful RNN\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "def to_non_overlapping_windows(sequence, length):\n",
    "    ds = tf.data.Dataset.from_tensor_slices(sequence)\n",
    "    ds = ds.window(length + 1, shift=length, drop_remainder=True)\n",
    "    return ds.flat_map(lambda window: window.batch(length + 1))\n",
    "\n",
    "def to_batched_dataset_for_stateful_rnn(sequence, length, batch_size=32):\n",
    "    parts = np.array_split(sequence, batch_size)\n",
    "    datasets = tuple(to_non_overlapping_windows(part, length) for part in parts)\n",
    "    ds = tf.data.Dataset.zip(datasets).map(lambda *windows: tf.stack(windows))\n",
    "    return ds.map(lambda window: (window[:, :-1], window[:, 1:])).prefetch(1)\n",
    "\n",
    "list(to_batched_dataset_for_stateful_rnn(tf.range(20), length=3, batch_size=2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "tf.random.set_seed(42)  # extra code – ensures reproducibility on CPU\n",
    "model = tf.keras.Sequential([\n",
    "    tf.keras.layers.Embedding(input_dim=n_tokens, output_dim=16,\n",
    "                              batch_input_shape=[1, None]),\n",
    "    tf.keras.layers.GRU(128, return_sequences=True, stateful=True),\n",
    "    tf.keras.layers.Dense(n_tokens, activation=\"softmax\")\n",
    "])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "情感分析，机器翻译，注意力机制，transformer等另外找资料学习"
   ]
  }
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